Analyzing Big Data with Microsoft R

Zielgruppe

The primary audience for this course is people who wish to analyze large datasets within a big data environment.
The secondary audience are developers who need to integrate R analyses into their solutions.

Voraussetzungen

In addition to their professional experience, students who attend this course should have:

Programming experience using R, and familiarity with common R packages

Knowledge of common statistical methods and data analysis best practices.

Basic knowledge of the Microsoft Windows operating system and its core functionality.

Working knowledge of relational databases.

Kursziele

Explain how Microsoft R Server and Microsoft R Client work

Use R Client with R Server to explore big data held in different data stores

Visualize data by using graphs and plots

Transform and clean big data sets

Implement options for splitting analysis jobs into parallel tasks

Build and evaluate regression models generated from big data

Create, score, and deploy partitioning models generated from big data

Use R in the SQL Server and Hadoop environments

Weiterführende Kurse

Produktbeschreibung

This course teaches you how to use Microsoft R Server to create and run an analysis on a large dataset, and show how to utilize it in Big Data environments, such as a Hadoop or Spark cluster, or a SQL Server database.